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airo-dataset-tools

Tools for working with datasets. They fall into two categories:

COCO related tools:

  • COCO dataset loading (and creation)
  • FiftyOne visualisation
  • Albumentation transforms
  • COCO to YOLO conversion.
  • CVAT labeling workflow

Data formats:

  • 3D poses
  • Camera instrinsics

Pydantic is used heavily throughout this package. It allows you to easily create Python objects that can be saved and loaded to and from JSON files.

CVAT labeling workflow & tools